Overview
Brought to you by YData
Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 782 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 85.7 KiB |
| Average record size in memory | 112.2 B |
Variable types
| Numeric | 10 |
|---|---|
| DateTime | 1 |
| Categorical | 3 |
cdi is highly overall correlated with sig | High correlation |
dmin is highly overall correlated with nst | High correlation |
gap is highly overall correlated with net | High correlation |
magType is highly overall correlated with net and 1 other fields | High correlation |
magnitude is highly overall correlated with sig | High correlation |
net is highly overall correlated with gap and 1 other fields | High correlation |
nst is highly overall correlated with dmin and 1 other fields | High correlation |
sig is highly overall correlated with cdi and 1 other fields | High correlation |
tsunami is highly overall correlated with magType and 1 other fields | High correlation |
net is highly imbalanced (88.7%) | Imbalance |
magType is highly imbalanced (52.7%) | Imbalance |
cdi has 212 (27.1%) zeros | Zeros |
nst has 365 (46.7%) zeros | Zeros |
dmin has 405 (51.8%) zeros | Zeros |
gap has 70 (9.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-09-18 08:59:14.412890 |
|---|---|
| Analysis finished | 2025-09-18 08:59:22.035618 |
| Duration | 7.62 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
magnitude
Real number (ℝ)
High correlation
| Distinct | 24 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9411253 |
| Minimum | 6.5 |
|---|---|
| Maximum | 9.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 6.5 |
|---|---|
| 5-th percentile | 6.5 |
| Q1 | 6.6 |
| median | 6.8 |
| Q3 | 7.1 |
| 95-th percentile | 7.8 |
| Maximum | 9.1 |
| Range | 2.6 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.445514 |
|---|---|
| Coefficient of variation (CV) | 0.064184694 |
| Kurtosis | 2.2263913 |
| Mean | 6.9411253 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 1.44444 |
| Sum | 5427.96 |
| Variance | 0.19848273 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 6.5 | 131 | |
| 6.6 | 115 | |
| 6.7 | 98 | |
| 6.8 | 78 | |
| 6.9 | 77 | |
| 7 | 49 | 6.3% |
| 7.1 | 43 | 5.5% |
| 7.3 | 31 | 4.0% |
| 7.2 | 30 | 3.8% |
| 7.6 | 22 | 2.8% |
| Other values (14) | 108 |
| Value | Count | Frequency (%) |
| 6.5 | 131 | |
| 6.6 | 115 | |
| 6.7 | 98 | |
| 6.8 | 78 | |
| 6.9 | 77 | |
| 7 | 49 | 6.3% |
| 7.1 | 43 | 5.5% |
| 7.2 | 30 | 3.8% |
| 7.3 | 31 | 4.0% |
| 7.4 | 18 | 2.3% |
| Value | Count | Frequency (%) |
| 9.1 | 2 | 0.3% |
| 8.8 | 1 | 0.1% |
| 8.6 | 2 | 0.3% |
| 8.4 | 2 | 0.3% |
| 8.3 | 3 | 0.4% |
| 8.2 | 6 | |
| 8.16 | 1 | 0.1% |
| 8.1 | 6 | |
| 8 | 5 | |
| 7.9 | 9 |
date_time
Date
| Distinct | 773 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 KiB |
| Minimum | 2001-01-01 06:57:00 |
|---|---|
| Maximum | 2022-12-11 07:09:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
cdi
Real number (ℝ)
High correlation Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3337596 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 212 |
| Zeros (%) | 27.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.169939 |
|---|---|
| Coefficient of variation (CV) | 0.73145243 |
| Kurtosis | -1.3577532 |
| Mean | 4.3337596 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.19731027 |
| Sum | 3389 |
| Variance | 10.048513 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 212 | |
| 5 | 107 | |
| 7 | 97 | |
| 8 | 86 | |
| 6 | 77 | 9.8% |
| 9 | 66 | 8.4% |
| 4 | 62 | 7.9% |
| 3 | 47 | 6.0% |
| 1 | 14 | 1.8% |
| 2 | 14 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 212 | |
| 1 | 14 | 1.8% |
| 2 | 14 | 1.8% |
| 3 | 47 | 6.0% |
| 4 | 62 | 7.9% |
| 5 | 107 | |
| 6 | 77 | 9.8% |
| 7 | 97 | |
| 8 | 86 | |
| 9 | 66 | 8.4% |
| Value | Count | Frequency (%) |
| 9 | 66 | 8.4% |
| 8 | 86 | |
| 7 | 97 | |
| 6 | 77 | 9.8% |
| 5 | 107 | |
| 4 | 62 | 7.9% |
| 3 | 47 | 6.0% |
| 2 | 14 | 1.8% |
| 1 | 14 | 1.8% |
| 0 | 212 |
mmi
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9641944 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.462724 |
|---|---|
| Coefficient of variation (CV) | 0.24525089 |
| Kurtosis | -0.2245919 |
| Mean | 5.9641944 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.25040262 |
| Sum | 4664 |
| Variance | 2.1395614 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 7 | 209 | |
| 6 | 203 | |
| 5 | 142 | |
| 4 | 87 | |
| 8 | 68 | 8.7% |
| 3 | 40 | 5.1% |
| 9 | 28 | 3.6% |
| 2 | 4 | 0.5% |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 2 | 4 | 0.5% |
| 3 | 40 | 5.1% |
| 4 | 87 | |
| 5 | 142 | |
| 6 | 203 | |
| 7 | 209 | |
| 8 | 68 | 8.7% |
| 9 | 28 | 3.6% |
| Value | Count | Frequency (%) |
| 9 | 28 | 3.6% |
| 8 | 68 | 8.7% |
| 7 | 209 | |
| 6 | 203 | |
| 5 | 142 | |
| 4 | 87 | |
| 3 | 40 | 5.1% |
| 2 | 4 | 0.5% |
| 1 | 1 | 0.1% |
tsunami
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 304 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 304 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 304 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 782 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 304 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 782 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 304 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 782 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 478 | |
| 1 | 304 |
sig
Real number (ℝ)
High correlation
| Distinct | 339 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 870.1087 |
| Minimum | 650 |
|---|---|
| Maximum | 2910 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 650 |
|---|---|
| 5-th percentile | 650 |
| Q1 | 691 |
| median | 754 |
| Q3 | 909.75 |
| 95-th percentile | 1550.7 |
| Maximum | 2910 |
| Range | 2260 |
| Interquartile range (IQR) | 218.75 |
Descriptive statistics
| Standard deviation | 322.46537 |
|---|---|
| Coefficient of variation (CV) | 0.37060354 |
| Kurtosis | 12.000754 |
| Mean | 870.1087 |
| Median Absolute Deviation (MAD) | 84 |
| Skewness | 3.0836291 |
| Sum | 680425 |
| Variance | 103983.91 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 650 | 50 | 6.4% |
| 670 | 41 | 5.2% |
| 691 | 36 | 4.6% |
| 711 | 25 | 3.2% |
| 776 | 18 | 2.3% |
| 732 | 15 | 1.9% |
| 820 | 12 | 1.5% |
| 651 | 11 | 1.4% |
| 842 | 9 | 1.2% |
| 754 | 9 | 1.2% |
| Other values (329) | 556 |
| Value | Count | Frequency (%) |
| 650 | 50 | |
| 651 | 11 | 1.4% |
| 652 | 6 | 0.8% |
| 653 | 5 | 0.6% |
| 654 | 3 | 0.4% |
| 655 | 3 | 0.4% |
| 656 | 2 | 0.3% |
| 657 | 4 | 0.5% |
| 659 | 1 | 0.1% |
| 661 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2910 | 2 | |
| 2840 | 1 | |
| 2820 | 1 | |
| 2790 | 1 | |
| 2504 | 1 | |
| 2397 | 1 | |
| 2331 | 1 | |
| 2184 | 1 | |
| 2083 | 1 | |
| 2074 | 1 |
net
Categorical
High correlation Imbalance
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 KiB |
| us | |
|---|---|
| ak | 11 |
| official | 8 |
| nc | 3 |
| duputel | 3 |
| Other values (6) | 10 |
Length
| Max length | 8 |
|---|---|
| Median length | 2 |
| Mean length | 2.0805627 |
| Min length | 2 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | us |
|---|---|
| 2nd row | us |
| 3rd row | us |
| 4th row | us |
| 5th row | us |
Common Values
| Value | Count | Frequency (%) |
| us | 747 | |
| ak | 11 | 1.4% |
| official | 8 | 1.0% |
| nc | 3 | 0.4% |
| duputel | 3 | 0.4% |
| at | 2 | 0.3% |
| pt | 2 | 0.3% |
| ci | 2 | 0.3% |
| hv | 2 | 0.3% |
| nn | 1 | 0.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| us | 747 | |
| ak | 11 | 1.4% |
| official | 8 | 1.0% |
| nc | 3 | 0.4% |
| duputel | 3 | 0.4% |
| at | 2 | 0.3% |
| pt | 2 | 0.3% |
| ci | 2 | 0.3% |
| hv | 2 | 0.3% |
| nn | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 754 | |
| s | 747 | |
| a | 21 | 1.3% |
| i | 18 | 1.1% |
| f | 16 | 1.0% |
| c | 13 | 0.8% |
| l | 11 | 0.7% |
| k | 11 | 0.7% |
| o | 8 | 0.5% |
| t | 7 | 0.4% |
| Other values (7) | 21 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1627 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 754 | |
| s | 747 | |
| a | 21 | 1.3% |
| i | 18 | 1.1% |
| f | 16 | 1.0% |
| c | 13 | 0.8% |
| l | 11 | 0.7% |
| k | 11 | 0.7% |
| o | 8 | 0.5% |
| t | 7 | 0.4% |
| Other values (7) | 21 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1627 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 754 | |
| s | 747 | |
| a | 21 | 1.3% |
| i | 18 | 1.1% |
| f | 16 | 1.0% |
| c | 13 | 0.8% |
| l | 11 | 0.7% |
| k | 11 | 0.7% |
| o | 8 | 0.5% |
| t | 7 | 0.4% |
| Other values (7) | 21 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1627 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 754 | |
| s | 747 | |
| a | 21 | 1.3% |
| i | 18 | 1.1% |
| f | 16 | 1.0% |
| c | 13 | 0.8% |
| l | 11 | 0.7% |
| k | 11 | 0.7% |
| o | 8 | 0.5% |
| t | 7 | 0.4% |
| Other values (7) | 21 | 1.3% |
nst
Real number (ℝ)
High correlation Zeros
| Distinct | 312 |
|---|---|
| Distinct (%) | 39.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 230.25064 |
| Minimum | 0 |
|---|---|
| Maximum | 934 |
| Zeros | 365 |
| Zeros (%) | 46.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 140 |
| Q3 | 445 |
| 95-th percentile | 663.95 |
| Maximum | 934 |
| Range | 934 |
| Interquartile range (IQR) | 445 |
Descriptive statistics
| Standard deviation | 250.18818 |
|---|---|
| Coefficient of variation (CV) | 1.0865906 |
| Kurtosis | -1.0927934 |
| Mean | 230.25064 |
| Median Absolute Deviation (MAD) | 140 |
| Skewness | 0.53330716 |
| Sum | 180056 |
| Variance | 62594.124 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 365 | |
| 518 | 4 | 0.5% |
| 398 | 4 | 0.5% |
| 282 | 4 | 0.5% |
| 397 | 3 | 0.4% |
| 426 | 3 | 0.4% |
| 312 | 3 | 0.4% |
| 352 | 3 | 0.4% |
| 385 | 3 | 0.4% |
| 409 | 3 | 0.4% |
| Other values (302) | 387 |
| Value | Count | Frequency (%) |
| 0 | 365 | |
| 10 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 43 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 51 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| 64 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 934 | 1 | |
| 929 | 1 | |
| 918 | 1 | |
| 862 | 1 | |
| 807 | 1 | |
| 798 | 1 | |
| 782 | 2 | |
| 774 | 1 | |
| 770 | 1 | |
| 769 | 1 |
dmin
Real number (ℝ)
High correlation Zeros
| Distinct | 369 |
|---|---|
| Distinct (%) | 47.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3257571 |
| Minimum | 0 |
|---|---|
| Maximum | 17.654 |
| Zeros | 405 |
| Zeros (%) | 51.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.863 |
| 95-th percentile | 5.7895 |
| Maximum | 17.654 |
| Range | 17.654 |
| Interquartile range (IQR) | 1.863 |
Descriptive statistics
| Standard deviation | 2.218805 |
|---|---|
| Coefficient of variation (CV) | 1.6736135 |
| Kurtosis | 9.283367 |
| Mean | 1.3257571 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6045797 |
| Sum | 1036.742 |
| Variance | 4.9230954 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 0.778 | 2 | 0.3% |
| 0.289 | 2 | 0.3% |
| 2.705 | 2 | 0.3% |
| 1.505 | 2 | 0.3% |
| 1.778 | 2 | 0.3% |
| 1.487 | 2 | 0.3% |
| 2.045 | 2 | 0.3% |
| 3.144 | 2 | 0.3% |
| 0.828 | 2 | 0.3% |
| Other values (359) | 359 |
| Value | Count | Frequency (%) |
| 0 | 405 | |
| 0.04616 | 1 | 0.1% |
| 0.04685 | 1 | 0.1% |
| 0.07 | 1 | 0.1% |
| 0.11 | 1 | 0.1% |
| 0.133 | 1 | 0.1% |
| 0.135 | 1 | 0.1% |
| 0.142 | 1 | 0.1% |
| 0.151 | 1 | 0.1% |
| 0.173 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 17.654 | 1 | |
| 15.394 | 1 | |
| 12.896 | 1 | |
| 11.764 | 1 | |
| 11.411 | 1 | |
| 11.255 | 1 | |
| 10.669 | 1 | |
| 10.405 | 1 | |
| 9.799 | 1 | |
| 8.865 | 1 |
gap
Real number (ℝ)
High correlation Zeros
| Distinct | 256 |
|---|---|
| Distinct (%) | 32.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.03899 |
| Minimum | 0 |
|---|---|
| Maximum | 239 |
| Zeros | 70 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14.625 |
| median | 20 |
| Q3 | 30 |
| 95-th percentile | 55.9895 |
| Maximum | 239 |
| Range | 239 |
| Interquartile range (IQR) | 15.375 |
Descriptive statistics
| Standard deviation | 24.225067 |
|---|---|
| Coefficient of variation (CV) | 0.96749378 |
| Kurtosis | 32.027722 |
| Mean | 25.03899 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.6686068 |
| Sum | 19580.49 |
| Variance | 586.85386 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 70 | 9.0% |
| 18 | 23 | 2.9% |
| 22 | 22 | 2.8% |
| 16 | 22 | 2.8% |
| 12 | 20 | 2.6% |
| 19 | 20 | 2.6% |
| 17 | 19 | 2.4% |
| 15 | 18 | 2.3% |
| 14 | 18 | 2.3% |
| 11 | 16 | 2.0% |
| Other values (246) | 534 |
| Value | Count | Frequency (%) |
| 0 | 70 | |
| 8 | 1 | 0.1% |
| 8.7 | 1 | 0.1% |
| 9 | 7 | 0.9% |
| 9.5 | 2 | 0.3% |
| 10 | 8 | 1.0% |
| 10.1 | 3 | 0.4% |
| 10.2 | 1 | 0.1% |
| 10.6 | 1 | 0.1% |
| 10.8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 239 | 1 | |
| 229 | 1 | |
| 220 | 1 | |
| 210 | 1 | |
| 208.8 | 1 | |
| 205.2 | 1 | |
| 126 | 1 | |
| 124 | 1 | |
| 123 | 1 | |
| 119 | 1 |
magType
Categorical
High correlation Imbalance
| Distinct | 9 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 KiB |
| mww | |
|---|---|
| mwc | |
| mwb | |
| mw | 16 |
| Mi | 4 |
| Other values (4) | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.9654731 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | mww |
|---|---|
| 2nd row | mww |
| 3rd row | mww |
| 4th row | mww |
| 5th row | mww |
Common Values
| Value | Count | Frequency (%) |
| mww | 468 | |
| mwc | 217 | |
| mwb | 70 | 9.0% |
| mw | 16 | 2.0% |
| Mi | 4 | 0.5% |
| ms | 2 | 0.3% |
| mb | 2 | 0.3% |
| md | 2 | 0.3% |
| ml | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mww | 468 | |
| mwc | 217 | |
| mwb | 70 | 9.0% |
| mw | 16 | 2.0% |
| mi | 4 | 0.5% |
| ms | 2 | 0.3% |
| mb | 2 | 0.3% |
| md | 2 | 0.3% |
| ml | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| w | 1239 | |
| m | 778 | |
| c | 217 | 9.4% |
| b | 72 | 3.1% |
| M | 4 | 0.2% |
| i | 4 | 0.2% |
| s | 2 | 0.1% |
| d | 2 | 0.1% |
| l | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2319 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| w | 1239 | |
| m | 778 | |
| c | 217 | 9.4% |
| b | 72 | 3.1% |
| M | 4 | 0.2% |
| i | 4 | 0.2% |
| s | 2 | 0.1% |
| d | 2 | 0.1% |
| l | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2319 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| w | 1239 | |
| m | 778 | |
| c | 217 | 9.4% |
| b | 72 | 3.1% |
| M | 4 | 0.2% |
| i | 4 | 0.2% |
| s | 2 | 0.1% |
| d | 2 | 0.1% |
| l | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2319 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| w | 1239 | |
| m | 778 | |
| c | 217 | 9.4% |
| b | 72 | 3.1% |
| M | 4 | 0.2% |
| i | 4 | 0.2% |
| s | 2 | 0.1% |
| d | 2 | 0.1% |
| l | 1 | < 0.1% |
depth
Real number (ℝ)
| Distinct | 303 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.883199 |
| Minimum | 2.7 |
|---|---|
| Maximum | 670.81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | 2.7 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 14 |
| median | 26.295 |
| Q3 | 49.75 |
| 95-th percentile | 526.9 |
| Maximum | 670.81 |
| Range | 668.11 |
| Interquartile range (IQR) | 35.75 |
Descriptive statistics
| Standard deviation | 137.27708 |
|---|---|
| Coefficient of variation (CV) | 1.8090576 |
| Kurtosis | 8.3844796 |
| Mean | 75.883199 |
| Median Absolute Deviation (MAD) | 14.295 |
| Skewness | 3.0248691 |
| Sum | 59340.662 |
| Variance | 18844.996 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 92 | 11.8% |
| 35 | 25 | 3.2% |
| 20 | 25 | 3.2% |
| 33 | 23 | 2.9% |
| 12 | 21 | 2.7% |
| 24 | 19 | 2.4% |
| 11 | 17 | 2.2% |
| 21 | 15 | 1.9% |
| 22 | 13 | 1.7% |
| 25 | 13 | 1.7% |
| Other values (293) | 519 |
| Value | Count | Frequency (%) |
| 2.7 | 1 | 0.1% |
| 4.2 | 2 | 0.3% |
| 5 | 3 | |
| 5.81 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 6.43 | 2 | 0.3% |
| 6.8 | 1 | 0.1% |
| 7 | 2 | 0.3% |
| 7.8 | 1 | 0.1% |
| 8 | 7 |
| Value | Count | Frequency (%) |
| 670.81 | 1 | |
| 664 | 1 | |
| 660 | 1 | |
| 630.379 | 1 | |
| 630 | 1 | |
| 627.17 | 1 | |
| 624.464 | 1 | |
| 624 | 2 | |
| 622.73 | 1 | |
| 620.56 | 1 |
latitude
Real number (ℝ)
| Distinct | 778 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5380999 |
| Minimum | -61.8484 |
|---|---|
| Maximum | 71.6312 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 424 |
| Negative (%) | 54.2% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | -61.8484 |
|---|---|
| 5-th percentile | -37.58413 |
| Q1 | -14.5956 |
| median | -2.5725 |
| Q3 | 24.6545 |
| 95-th percentile | 52.390155 |
| Maximum | 71.6312 |
| Range | 133.4796 |
| Interquartile range (IQR) | 39.2501 |
Descriptive statistics
| Standard deviation | 27.303429 |
|---|---|
| Coefficient of variation (CV) | 7.7169753 |
| Kurtosis | -0.47674034 |
| Mean | 3.5380999 |
| Median Absolute Deviation (MAD) | 17.01635 |
| Skewness | 0.20085297 |
| Sum | 2766.7941 |
| Variance | 745.47724 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.271 | 2 | 0.3% |
| 38.276 | 2 | 0.3% |
| 52.502 | 2 | 0.3% |
| 52.48 | 2 | 0.3% |
| -13.571 | 1 | 0.1% |
| -36.122 | 1 | 0.1% |
| 25.93 | 1 | 0.1% |
| 18.443 | 1 | 0.1% |
| 40.652 | 1 | 0.1% |
| -9.019 | 1 | 0.1% |
| Other values (768) | 768 |
| Value | Count | Frequency (%) |
| -61.8484 | 1 | |
| -60.857 | 1 | |
| -60.532 | 1 | |
| -60.3026 | 1 | |
| -60.2738 | 1 | |
| -60.2627 | 1 | |
| -60.2152 | 1 | |
| -60.1023 | 1 | |
| -58.6262 | 1 | |
| -58.5446 | 1 |
| Value | Count | Frequency (%) |
| 71.6312 | 1 | |
| 67.631 | 1 | |
| 63.5144 | 1 | |
| 63.5141 | 1 | |
| 61.3464 | 1 | |
| 60.949 | 1 | |
| 60.772 | 1 | |
| 60.491 | 1 | |
| 59.6204 | 1 | |
| 58.775 | 1 |
longitude
Real number (ℝ)
| Distinct | 777 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.609199 |
| Minimum | -179.968 |
|---|---|
| Maximum | 179.662 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 261 |
| Negative (%) | 33.4% |
| Memory size | 6.2 KiB |
Quantile statistics
| Minimum | -179.968 |
|---|---|
| 5-th percentile | -174.70275 |
| Q1 | -71.66805 |
| median | 109.426 |
| Q3 | 148.941 |
| 95-th percentile | 168.8589 |
| Maximum | 179.662 |
| Range | 359.63 |
| Interquartile range (IQR) | 220.60905 |
Descriptive statistics
| Standard deviation | 117.89889 |
|---|---|
| Coefficient of variation (CV) | 2.2410317 |
| Kurtosis | -1.0883829 |
| Mean | 52.609199 |
| Median Absolute Deviation (MAD) | 52.729 |
| Skewness | -0.70298243 |
| Sum | 41140.394 |
| Variance | 13900.147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 168.892 | 2 | 0.3% |
| -168.08 | 2 | 0.3% |
| 168.143 | 2 | 0.3% |
| -167.736 | 2 | 0.3% |
| 107.419 | 2 | 0.3% |
| 159.596 | 1 | 0.1% |
| 178.331 | 1 | 0.1% |
| 128.425 | 1 | 0.1% |
| -72.571 | 1 | 0.1% |
| -124.692 | 1 | 0.1% |
| Other values (767) | 767 |
| Value | Count | Frequency (%) |
| -179.968 | 1 | |
| -179.511 | 1 | |
| -179.373 | 1 | |
| -178.959 | 1 | |
| -178.927 | 1 | |
| -178.804 | 1 | |
| -178.6 | 1 | |
| -178.57 | 1 | |
| -178.4 | 1 | |
| -178.346 | 1 |
| Value | Count | Frequency (%) |
| 179.662 | 1 | |
| 179.544 | 1 | |
| 179.35 | 1 | |
| 179.146 | 1 | |
| 178.735 | 1 | |
| 178.381 | 1 | |
| 178.363 | 1 | |
| 178.331 | 1 | |
| 178.291 | 1 | |
| 178.278 | 1 |
Interactions
Correlations
| cdi | depth | dmin | gap | latitude | longitude | magType | magnitude | mmi | net | nst | sig | tsunami | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cdi | 1.000 | -0.040 | 0.175 | 0.125 | 0.138 | -0.196 | 0.137 | 0.234 | 0.353 | 0.019 | -0.200 | 0.573 | 0.277 |
| depth | -0.040 | 1.000 | 0.049 | -0.185 | -0.076 | 0.027 | 0.000 | 0.124 | -0.254 | 0.000 | 0.008 | 0.039 | 0.054 |
| dmin | 0.175 | 0.049 | 1.000 | 0.072 | -0.193 | -0.078 | 0.133 | -0.091 | -0.259 | 0.000 | -0.813 | -0.063 | 0.404 |
| gap | 0.125 | -0.185 | 0.072 | 1.000 | -0.015 | -0.284 | 0.344 | -0.137 | -0.004 | 0.514 | -0.041 | -0.008 | 0.047 |
| latitude | 0.138 | -0.076 | -0.193 | -0.015 | 1.000 | -0.109 | 0.173 | -0.015 | 0.152 | 0.195 | 0.159 | 0.172 | 0.323 |
| longitude | -0.196 | 0.027 | -0.078 | -0.284 | -0.109 | 1.000 | 0.176 | 0.024 | -0.089 | 0.213 | 0.103 | -0.179 | 0.419 |
| magType | 0.137 | 0.000 | 0.133 | 0.344 | 0.173 | 0.176 | 1.000 | 0.012 | 0.099 | 0.654 | 0.275 | 0.135 | 0.610 |
| magnitude | 0.234 | 0.124 | -0.091 | -0.137 | -0.015 | 0.024 | 0.012 | 1.000 | 0.259 | 0.308 | 0.103 | 0.769 | 0.033 |
| mmi | 0.353 | -0.254 | -0.259 | -0.004 | 0.152 | -0.089 | 0.099 | 0.259 | 1.000 | 0.120 | 0.145 | 0.436 | 0.163 |
| net | 0.019 | 0.000 | 0.000 | 0.514 | 0.195 | 0.213 | 0.654 | 0.308 | 0.120 | 1.000 | 0.000 | 0.203 | 0.095 |
| nst | -0.200 | 0.008 | -0.813 | -0.041 | 0.159 | 0.103 | 0.275 | 0.103 | 0.145 | 0.000 | 1.000 | 0.038 | 0.639 |
| sig | 0.573 | 0.039 | -0.063 | -0.008 | 0.172 | -0.179 | 0.135 | 0.769 | 0.436 | 0.203 | 0.038 | 1.000 | 0.081 |
| tsunami | 0.277 | 0.054 | 0.404 | 0.047 | 0.323 | 0.419 | 0.610 | 0.033 | 0.163 | 0.095 | 0.639 | 0.081 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| magnitude | date_time | cdi | mmi | tsunami | sig | net | nst | dmin | gap | magType | depth | latitude | longitude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 7.0 | 22-11-2022 02:03 | 8 | 7 | 1 | 768 | us | 117 | 0.509 | 17.0 | mww | 14.000 | -9.7963 | 159.5960 |
| 1 | 6.9 | 18-11-2022 13:37 | 4 | 4 | 0 | 735 | us | 99 | 2.229 | 34.0 | mww | 25.000 | -4.9559 | 100.7380 |
| 2 | 7.0 | 12-11-2022 07:09 | 3 | 3 | 1 | 755 | us | 147 | 3.125 | 18.0 | mww | 579.000 | -20.0508 | -178.3460 |
| 3 | 7.3 | 11-11-2022 10:48 | 5 | 5 | 1 | 833 | us | 149 | 1.865 | 21.0 | mww | 37.000 | -19.2918 | -172.1290 |
| 4 | 6.6 | 09-11-2022 10:14 | 0 | 2 | 1 | 670 | us | 131 | 4.998 | 27.0 | mww | 624.464 | -25.5948 | 178.2780 |
| 5 | 7.0 | 09-11-2022 09:51 | 4 | 3 | 1 | 755 | us | 142 | 4.578 | 26.0 | mwb | 660.000 | -26.0442 | 178.3810 |
| 6 | 6.8 | 09-11-2022 09:38 | 1 | 3 | 1 | 711 | us | 136 | 4.678 | 22.0 | mww | 630.379 | -25.9678 | 178.3630 |
| 7 | 6.7 | 20-10-2022 11:57 | 7 | 6 | 1 | 797 | us | 145 | 1.151 | 37.0 | mww | 20.000 | 7.6712 | -82.3396 |
| 8 | 6.8 | 22-09-2022 06:16 | 8 | 7 | 1 | 1179 | us | 175 | 2.137 | 92.0 | mww | 20.000 | 18.3300 | -102.9130 |
| 9 | 7.6 | 19-09-2022 18:05 | 9 | 8 | 1 | 1799 | us | 271 | 1.153 | 69.0 | mww | 26.943 | 18.3667 | -103.2520 |
| magnitude | date_time | cdi | mmi | tsunami | sig | net | nst | dmin | gap | magType | depth | latitude | longitude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 772 | 7.1 | 24-02-2001 07:23 | 0 | 7 | 0 | 776 | us | 426 | 0.0 | 0.0 | mwc | 35.0 | 1.2710 | 126.249 |
| 773 | 7.4 | 13-02-2001 19:28 | 0 | 6 | 0 | 842 | us | 221 | 0.0 | 0.0 | mwc | 36.0 | -4.6800 | 102.562 |
| 774 | 6.6 | 13-02-2001 14:22 | 0 | 8 | 0 | 670 | us | 273 | 0.0 | 0.0 | mwc | 10.0 | 13.6710 | -88.938 |
| 775 | 7.7 | 26-01-2001 03:16 | 0 | 9 | 0 | 912 | us | 472 | 0.0 | 0.0 | mwc | 16.0 | 23.4190 | 70.232 |
| 776 | 6.9 | 16-01-2001 13:25 | 0 | 6 | 0 | 732 | us | 117 | 0.0 | 0.0 | mwb | 28.0 | -4.0220 | 101.776 |
| 777 | 7.7 | 13-01-2001 17:33 | 0 | 8 | 0 | 912 | us | 427 | 0.0 | 0.0 | mwc | 60.0 | 13.0490 | -88.660 |
| 778 | 6.9 | 10-01-2001 16:02 | 5 | 7 | 0 | 745 | ak | 0 | 0.0 | 0.0 | mw | 36.4 | 56.7744 | -153.281 |
| 779 | 7.1 | 09-01-2001 16:49 | 0 | 7 | 0 | 776 | us | 372 | 0.0 | 0.0 | mwb | 103.0 | -14.9280 | 167.170 |
| 780 | 6.8 | 01-01-2001 08:54 | 0 | 5 | 0 | 711 | us | 64 | 0.0 | 0.0 | mwc | 33.0 | 6.6310 | 126.899 |
| 781 | 7.5 | 01-01-2001 06:57 | 0 | 7 | 0 | 865 | us | 324 | 0.0 | 0.0 | mwc | 33.0 | 6.8980 | 126.579 |